Cover Image

Using deep neural networks to improve the precision of fast-sampled particle timing detectors

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kocot, Mateusz, Misan, Krzysztof, Avati, Valentina, Bossini, Edoardo, Grzanka, Leszek, Minafra, Nicola
Format:	Preprint
Published:	2023
Subjects:	Instrumentation and Detectors Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fast silicon detectors as proton therapy beam monitors
by: Bellora, A., et al.
Published: (2025)

The TOTEM nT2 detector: architecture, operation and performance
by: Bossini, Edoardo
Published: (2024)

Spatial resolution improvement of PICOSEC Micromegas precise timing detectors
by: Brunbauer, F. M., et al.
Published: (2026)

Advances in photocathode development for PICOSEC Micromegas precise-timing detectors
by: Lisowska, M., et al.
Published: (2026)

Photocathode characterisation for robust PICOSEC Micromegas precise-timing detectors
by: Lisowska, M., et al.
Published: (2024)

Single channel PICOSEC Micromegas detector with improved time resolution
by: Utrobicic, A., et al.
Published: (2024)

Three topologies of deep neural networks for pulse height extraction
by: Regadío, Alberto, et al.
Published: (2024)

Improving the temporal resolution of event-based electron detectors using neural network cluster analysis
by: Schröder, Alexander, et al.
Published: (2023)

TOP detector for particle identification at Belle II
by: Torassa, Ezio
Published: (2024)

A beam-driven proton irradiation setup for precision radiation damage tests of silicon detectors
by: Wolf, Pascal, et al.
Published: (2024)

Using a 4-megapixel hybrid photon counting detector for fast, lab-based nanoscale x-ray tomography
by: Fonseca, Jordan, et al.
Published: (2026)

Thin single-crystal perovskite detector for high-energy charged particles
by: Chubinidze, Z., et al.
Published: (2026)

High-precision beam profile measurement with a microchannel-plate detector in the high magnetic field of the WISArD experiment
by: Lecanuet, S., et al.
Published: (2026)

Real-time calibrations for future detectors at FAIR
by: Kladov, Valentin, et al.
Published: (2025)

Optical studies of scintillation detectors for precision beta-energy measurements
by: Vanlangendonck, S., et al.
Published: (2025)

A prototype neutron-detector array for future deep-underground s-process studies
by: Chillery, Thomas, et al.
Published: (2025)

Unveiling secondary particle generation in a SONTRAC detector through GEANT4 simulations
by: Topuz, Ahmet Ilker
Published: (2024)

Applying reinforcement learning to optical cavity locking tasks: considerations on actor-critic architectures and real-time hardware implementation
by: Bawaj, Mateusz, et al.
Published: (2025)

Spatially-resolved charge detectors for particle beam optimization with femtoampere resolution achieved by in-vacuum signal preamplification
by: Brenner, Kilian, et al.
Published: (2024)

Evaluation of SiC detector performances for energy and timing measurements
by: Martorana, N. S., et al.
Published: (2025)

SPIROS: Streamlined, Precise, Intuitive, and Rapid Optical Simulator for particle physics detectors
by: Kikawa, Tatsuya
Published: (2026)

Using Micromegas detectors for direct dark matter searches: challenges and perspectives
by: Altenmueller, K., et al.
Published: (2024)

Scintillation pulse characterization with spectrum-inspired temporal neural networks: case studies on particle detector signals
by: Ai, Pengcheng, et al.
Published: (2024)

A high rate and high timing photoelectric detector prototype with RPC structure
by: Zhao, Yiding, et al.
Published: (2024)

Optimised neural networks for online processing of ATLAS calorimeter data on FPGAs
by: Aad, Georges, et al.
Published: (2025)

Development of new ultra-low-background particle detectors based on Micromegas technology for the search of Dark Matter at the low-mass frontier
by: Perez, Oscar
Published: (2025)

The fast X-ray detector system of the FAMU experiment at RAL
by: Bonesini, M.
Published: (2025)

Characterisation and Monte Carlo validation of a compact AmBe neutron irradiation facility providing fast and thermal neutron fields for detector development
by: Bevan, A. J., et al.
Published: (2026)

Optimization of singly-charged particles identification with the AMS02 RICH detector by a machine learning method
by: Vasilev, Georgi, et al.
Published: (2025)

Integrating embedded neural networks and self-mixing interferometry for smart sensors design
by: Novac, Pierre-Emmanuel, et al.
Published: (2024)

Novel photon detectors
by: Krizan, Peter
Published: (2024)

PhotonPix: Single-Photon Detector with 10 ps timing precision and high dynamic range
by: Orlov, D. A., et al.
Published: (2026)

Millikelvin-precision temperature sensing for advanced cryogenic detectors
by: Antonova, Maria, et al.
Published: (2025)

Compact multi-channel analyzer for SiPM detectors with real time on-board signal analysis
by: Kučera, P., et al.
Published: (2025)

Exploring an image-based $b$-jet tagging method using convolution neural networks
by: Jang, Hangil, et al.
Published: (2025)

Design, simulation and performance of the resistive-anode PICOSEC Micromegas detector
by: Janssens, Djunes, et al.
Published: (2025)

Characterizing seismic isolation using convolutional neural networks and Wiener filters
by: Basalaev, Artem, et al.
Published: (2024)

In-flight pixel degradation of the Sentinel 5 Precursor TROPOMI-SWIR HgCdTe detector
by: van Kempen, Tim A., et al.
Published: (2024)

Application of a high-precision distributed uranium source for determining the effective mass and volume of a HPGe detector
by: Barabash, A. S., et al.
Published: (2026)

TIARA: a fast gamma-ray detector for range monitoring in Proton Therapy
by: André, A., et al.
Published: (2026)